X30
Tolga Omay
2022-09-20
## Loading required package: xts## Loading required package: zoo##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric## Loading required package: TTR## Warning: package 'TTR' was built under R version 4.0.5## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo## Warning: XU030.IS contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.
## ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## 2022-11-01 9.38 14.55 23.40 9.25
## 2022-11-02 8.97 14.45 23.48 8.92
## 2022-11-03 8.70 14.19 23.16 8.76
## 2022-11-04 8.95 14.57 23.60 9.27
## 2022-11-07 9.25 15.24 24.60 9.41
## 2022-11-08 9.06 15.21 24.72 9.38
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## 2022-11-01 77.55 44.36 33.34 138.4
## 2022-11-02 77.25 45.66 35.88 140.8
## 2022-11-03 79.80 45.10 34.50 139.9
## 2022-11-04 81.05 47.00 35.12 143.9
## 2022-11-07 80.60 46.98 35.66 147.1
## 2022-11-08 79.20 45.62 36.18 147.5
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## 2022-11-01 4.51 29.68 367.8 145.7
## 2022-11-02 4.54 30.62 372.0 143.5
## 2022-11-03 4.53 30.28 354.2 147.8
## 2022-11-04 4.60 33.30 360.0 147.2
## 2022-11-07 4.79 36.62 369.6 148.0
## 2022-11-08 5.20 35.74 365.3 162.8
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## 2022-11-01 29.50 56.35 32.12
## 2022-11-02 28.82 56.70 32.90
## 2022-11-03 29.08 57.55 33.54
## 2022-11-04 29.50 59.85 33.56
## 2022-11-07 29.82 62.95 36.14
## 2022-11-08 32.80 63.65 35.52## Index ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close
## Min. :2020-01-07 Min. : 2.048 Min. : 4.690 Min. : 6.47
## 1st Qu.:2020-09-22 1st Qu.: 2.327 1st Qu.: 5.418 1st Qu.: 8.16
## Median :2021-06-07 Median : 2.801 Median : 6.320 Median : 9.55
## Mean :2021-06-07 Mean : 3.488 Mean : 7.075 Mean :11.08
## 3rd Qu.:2022-02-21 3rd Qu.: 3.776 3rd Qu.: 7.963 3rd Qu.:12.01
## Max. :2022-11-08 Max. :12.550 Max. :17.510 Max. :29.56
##
## YKBNK.IS.Close ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close
## Min. :1.76 Min. :12.53 Min. : 1.520 Min. :10.39
## 1st Qu.:2.25 1st Qu.:23.25 1st Qu.: 2.942 1st Qu.:15.18
## Median :2.77 Median :32.87 Median : 6.178 Median :17.43
## Mean :3.38 Mean :39.57 Mean :10.147 Mean :18.96
## 3rd Qu.:3.99 3rd Qu.:54.90 3rd Qu.:12.365 3rd Qu.:22.51
## Max. :9.73 Max. :83.70 Max. :47.000 Max. :36.18
##
## BIMAS.IS.Close EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close
## Min. : 45.52 Min. :1.070 Min. : 7.37 Min. : 77.15
## 1st Qu.: 64.05 1st Qu.:1.820 1st Qu.: 9.46 1st Qu.:162.35
## Median : 69.50 Median :2.060 Median :18.01 Median :188.60
## Mean : 73.25 Mean :2.252 Mean :18.99 Mean :213.24
## 3rd Qu.: 76.40 3rd Qu.:2.470 3rd Qu.:28.18 3rd Qu.:281.80
## Max. :147.50 Max. :5.350 Max. :36.62 Max. :375.70
## NA's :145
## GUBRF.IS.Close HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## Min. : 8.36 Min. : 0.4260 Min. :12.99 Min. : 7.67
## 1st Qu.: 29.87 1st Qu.: 0.7373 1st Qu.:18.02 1st Qu.:13.16
## Median : 62.02 Median : 2.2515 Median :21.48 Median :15.54
## Mean : 60.00 Mean : 3.9989 Mean :25.96 Mean :18.10
## 3rd Qu.: 79.28 3rd Qu.: 4.2176 3rd Qu.:33.51 3rd Qu.:22.75
## Max. :162.80 Max. :32.8000 Max. :63.65 Max. :36.14
## 
## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## 2022-11-01 200.6 13.61 328.4 131.5
## 2022-11-02 202.2 13.92 321.1 126.4
## 2022-11-03 198.7 13.91 350.5 135.9
## 2022-11-04 201.7 14.00 349.0 143.5
## 2022-11-07 208.9 14.65 359.3 141.4
## 2022-11-08 204.7 14.24 380.0 139.1
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## 2022-11-01 32.98 79.35 26.90 102.4
## 2022-11-02 32.82 77.75 27.90 100.8
## 2022-11-03 32.94 77.80 27.90 101.8
## 2022-11-04 33.64 78.80 28.18 104.2
## 2022-11-07 34.92 80.25 28.74 107.2
## 2022-11-08 34.60 81.40 29.40 113.0
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## 2022-11-01 33.76 100.8 12.94 46.32
## 2022-11-02 34.78 99.6 13.33 45.60
## 2022-11-03 34.56 101.1 13.36 45.54
## 2022-11-04 34.72 102.9 13.36 45.70
## 2022-11-07 35.40 103.6 13.73 47.20
## 2022-11-08 37.22 103.3 13.70 47.10## Index KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close
## Min. :2020-01-07 Min. : 51.50 Min. : 2.342 Min. : 23.72
## 1st Qu.:2020-09-22 1st Qu.: 80.15 1st Qu.: 3.548 1st Qu.: 59.05
## Median :2021-06-07 Median :113.05 Median : 6.050 Median : 75.58
## Mean :2021-06-07 Mean :116.89 Mean : 6.497 Mean : 97.02
## 3rd Qu.:2022-02-21 3rd Qu.:138.50 3rd Qu.: 8.643 3rd Qu.:104.08
## Max. :2022-11-08 Max. :208.90 Max. :15.250 Max. :380.00
## SASA.IS.Close SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close
## Min. : 1.845 Min. : 3.710 Min. :13.77 Min. :12.05
## 1st Qu.: 6.026 1st Qu.: 6.435 1st Qu.:19.93 1st Qu.:15.12
## Median : 14.665 Median : 7.810 Median :24.92 Median :16.18
## Mean : 20.761 Mean :11.270 Mean :30.79 Mean :17.07
## 3rd Qu.: 26.450 3rd Qu.:14.225 3rd Qu.:37.83 3rd Qu.:18.46
## Max. :143.500 Max. :34.920 Max. :82.90 Max. :29.40
## THYAO.IS.Close TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close
## Min. : 7.74 Min. :11.69 Min. : 16.08 Min. : 5.700
## 1st Qu.: 12.10 1st Qu.:14.91 1st Qu.: 27.12 1st Qu.: 7.117
## Median : 13.60 Median :16.80 Median : 36.88 Median : 7.970
## Mean : 24.25 Mean :18.59 Mean : 48.63 Mean : 8.411
## 3rd Qu.: 28.09 3rd Qu.:20.36 3rd Qu.: 75.85 3rd Qu.: 9.303
## Max. :113.00 Max. :37.22 Max. :106.90 Max. :13.730
## VESTL.IS.Close
## Min. : 8.91
## 1st Qu.:17.50
## Median :25.14
## Mean :24.36
## 3rd Qu.:29.32
## Max. :47.20## [1] "************************************************************"## [1] "********[Mavi Veri ortalama Fiyati, Kirmizi ciktigi en yuksek deger, Yesil son deger]********"
## ISCTR.IS.Close
## 2022-11-08 342.482## [1] 512.9303## [1] 12.550000 2.047541 9.060000## AKBNK.IS.Close
## 2022-11-08 224.307## [1] 273.3475## [1] 17.51 4.69 15.21## [1] 356.8779## GARAN.IS.Close
## 2022-11-08 282.0711## [1] 29.56 6.47 24.72## YKBNK.IS.Close
## 2022-11-08 432.9545## [1] 452.8409## [1] 12.550000 2.047541 9.380000## ARCLK.IS.Close
## 2022-11-08 532.083## [1] 567.9968## [1] 83.70 12.53 79.20## AKSEN.IS.Close
## 2022-11-08 2901.316## [1] 2992.105## [1] 47.00 1.52 45.62## ASELS.IS.Close
## 2022-11-08 248.2194## [1] 248.2194## [1] 36.18 10.39 36.18## BIMAS.IS.Close
## 2022-11-08 224.0334## [1] 224.0334## [1] 147.50 45.52 147.50## EKGYO.IS.Close
## 2022-11-08 385.9813## [1] 400## [1] 5.35 1.07 5.20## EREGL.IS.Close
## 2022-11-08 384.939## [1] 396.8792## [1] 36.62 7.37 35.74## FROTO.IS.Close
## 2022-11-08 373.4932## [1] 386.9734## [1] 375.70 77.15 365.30## GUBRF.IS.Close
## 2022-11-08 1847.368## [1] 1847.368## [1] 162.80 8.36 162.80## HEKTS.IS.Close
## 2022-11-08 7599.729## [1] 7599.729## [1] 32.799999 0.425989 32.799999## KCHOL.IS.Close
## 2022-11-08 389.9923## [1] 389.9923## [1] 63.65 12.99 63.65## GUBRF.IS.Close
## 2022-11-08 1847.368## [1] 1847.368## [1] 162.80 8.36 162.80## KOZAA.IS.Close
## 2022-11-08 363.103## [1] 371.1864## [1] 36.14 7.67 35.52## KOZAL.IS.Close
## 2022-11-08 297.4757## [1] 305.6311## [1] 208.9 51.5 204.7## PETKM.IS.Close
## 2022-11-08 508.1141## [1] 551.2457## [1] 15.250000 2.341666 14.240000## PGSUS.IS.Close
## 2022-11-08 1502.024## [1] 1502.024## [1] 380.00 23.72 380.00## SASA.IS.Close
## 2022-11-08 7438.201## [1] 7676.648## [1] 143.500000 1.845268 139.100006## [1] 841.2398## SISE.IS.Close
## 2022-11-08 832.6145## [1] 34.92 3.71 34.60## TAVHL.IS.Close
## 2022-11-08 491.1402## [1] 502.0334## [1] 82.90 13.77 81.40## THYAO.IS.Close
## 2022-11-08 1359.948## [1] 1359.948## [1] 113.00 7.74 113.00## TKFEN.IS.Close
## 2022-11-08 218.3918## [1] 218.3918## [1] 37.22 11.69 37.22## TOASO.IS.Close
## 2022-11-08 542.413## [1] 564.801## [1] 106.90 16.08 103.30## TTKOM.IS.Close
## 2022-11-08 140.3509## [1] 140.8772## [1] 13.73 5.70 13.70## VESTL.IS.Close
## 2022-11-08 428.6195## [1] 429.7419## [1] 47.20 8.91 47.10## TCELL.IS.Close
## 2022-11-08 143.9834## [1] 143.9834## [1] 29.40 12.05 29.40## [1] "*****************************************************************"## [1] "********[Mavi (UZun), ve Yesil cizgi (K<fd>sa) sonlar<fd> yukari ve K<fd>rm<fd>z<fd> a<fe>a<f0><fd> ise artis demek hepsi yukari ise kesin artis bir iki yukar<fd> ise belirsiz bir durum********"## [1] "*****************************************************************"
## [1] "********XU30 Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 4636.056
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 4829.678
## Model3: Maximum value in this day
## Forecasts 5410.545
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 5023.301
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.71224 4767.83## [1] "*****************************************************************"## [1] "********ISbankasi Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 8.928989
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 9.022311
## Model3: Maximum value in this day
## Forecasts 9.302276
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 9.115633
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.738699 9.06## [1] "*****************************************************************"## [1] "******** AKBNKbankasi Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 14.966
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 15.11934
## Model3: Maximum value in this day
## Forecasts 15.57937
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 15.27268
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.677012 15.21## [1] "*****************************************************************"## [1] "******** ARCLK Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 77.3575
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 79.39847
## Model3: Maximum value in this day
## Forecasts 85.5214
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 81.43945
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.462762 79.2## [1] "*****************************************************************"## [1] "******** AKSA enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 44.17638
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 46.48331
## Model3: Maximum value in this day
## Forecasts 53.4041
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 48.79024
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.552068 45.62## [1] "*****************************************************************"## [1] "******** Aselsan enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.86641
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 36.77579
## Model3: Maximum value in this day
## Forecasts 42.50391
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 38.68516
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.307612 36.18## [1] "*****************************************************************"## [1] "******** BIMAS AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 144.5858
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 149.9355
## Model3: Maximum value in this day
## Forecasts 165.9844
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 155.2851
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.524734 147.5## [1] "*****************************************************************"## [1] "******** EKGYO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 4.754835
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 5.452885
## Model3: Maximum value in this day
## Forecasts 7.547037
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 6.150936
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.365558 5.2## [1] "*****************************************************************"## [1] "******** EREGL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.44105
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 35.58166
## Model3: Maximum value in this day
## Forecasts 39.00352
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 36.72228
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.787739 35.74## [1] "*****************************************************************"## [1] "******** FROTO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 361.3209
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 391.6523
## Model3: Maximum value in this day
## Forecasts 482.6463
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 421.9836
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 1.998014 365.3## [1] "*****************************************************************"## [1] "******** HEKTS Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 30.43713
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 34.30333
## Model3: Maximum value in this day
## Forecasts 45.90194
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 38.16953
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 1.58644 32.8## [1] "*****************************************************************"## [1] "******** KCHOL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 61.56015
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 63.89673
## Model3: Maximum value in this day
## Forecasts 70.90649
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 66.23332
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.802529 63.65## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.30912
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 35.97508
## Model3: Maximum value in this day
## Forecasts 40.97299
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 37.64105
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.406285 35.52## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 200.958
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 209.7162
## Model3: Maximum value in this day
## Forecasts 235.9906
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 218.4743
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.57643 204.7## [1] "*****************************************************************"## [1] "******** PETKM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 13.8778
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 15.02628
## Model3: Maximum value in this day
## Forecasts 18.47172
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 16.17476
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.886397 14.24## [1] "*****************************************************************"## [1] "******** PGSUS Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 357.7491
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 384.6564
## Model3: Maximum value in this day
## Forecasts 465.3783
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 411.5637
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.064728 380## [1] "*****************************************************************"## [1] "******** SASA Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 131.7273
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 131.8437
## Model3: Maximum value in this day
## Forecasts 132.1931
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 131.9602
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.880846 139.1## [1] "*****************************************************************"## [1] "******** SISE Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 33.91059
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 34.34618
## Model3: Maximum value in this day
## Forecasts 35.65294
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 34.78176
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.512796 34.6## [1] "*****************************************************************"## [1] "******** TAVHL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 80.32597
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 83.05397
## Model3: Maximum value in this day
## Forecasts 91.23799
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 85.78198
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.377359 81.4## [1] "*****************************************************************"## [1] "******** TCELL Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 28.47349
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 28.93638
## Model3: Maximum value in this day
## Forecasts 30.32506
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 29.39927
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.59776 29.4## [1] "*****************************************************************"## [1] "******** THYAO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 106.7496
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 116.5491
## Model3: Maximum value in this day
## Forecasts 145.9478
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 126.3487
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.293857 113## [1] "*****************************************************************"## [1] "******** TKFEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 35.50489
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 37.73027
## Model3: Maximum value in this day
## Forecasts 44.40644
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 39.95566
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.515933 37.22## [1] "*****************************************************************"## [1] "******** TOASO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 101.1648
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 102.5941
## Model3: Maximum value in this day
## Forecasts 106.8823
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 104.0235
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.135438 103.3## [1] "*****************************************************************"## [1] "******** TTKOM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 13.34937
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 13.75526
## Model3: Maximum value in this day
## Forecasts 14.97291
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 14.16114
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.502948 13.7## [1] "*****************************************************************"## [1] "******** VESTL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 45.94061
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 49.01692
## Model3: Maximum value in this day
## Forecasts 58.24587
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 52.09324
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 1.855303 47.1## ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## ISCTR.IS.Close 1.0000000 0.9657636 0.9729303 0.9817003
## AKBNK.IS.Close 0.9657636 1.0000000 0.9718859 0.9645245
## GARAN.IS.Close 0.9729303 0.9718859 1.0000000 0.9677771
## YKBNK.IS.Close 0.9817003 0.9645245 0.9677771 1.0000000
## ARCLK.IS.Close 0.7968127 0.7399632 0.8191671 0.8372617
## AKSEN.IS.Close 0.9123431 0.8540234 0.9038853 0.9328489
## ASELS.IS.Close 0.8605795 0.8020261 0.8292128 0.9027790
## BIMAS.IS.Close 0.9022485 0.8140582 0.8438154 0.9164923
## EKGYO.IS.Close 0.9334367 0.8726668 0.8965899 0.9370672
## EREGL.IS.Close 0.6596107 0.6125524 0.6971297 0.7172021
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.7775879 0.7027479 0.7596092 0.8262022
## HEKTS.IS.Close 0.8926126 0.8625487 0.8735151 0.9290804
## KCHOL.IS.Close 0.9083542 0.8860124 0.9296985 0.9462179
## KOZAA.IS.Close 0.7977491 0.7485524 0.8112535 0.8453660
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## ISCTR.IS.Close 0.7968127 0.9123431 0.8605795 0.9022485
## AKBNK.IS.Close 0.7399632 0.8540234 0.8020261 0.8140582
## GARAN.IS.Close 0.8191671 0.9038853 0.8292128 0.8438154
## YKBNK.IS.Close 0.8372617 0.9328489 0.9027790 0.9164923
## ARCLK.IS.Close 1.0000000 0.8965769 0.8860831 0.7906189
## AKSEN.IS.Close 0.8965769 1.0000000 0.8706130 0.9099879
## ASELS.IS.Close 0.8860831 0.8706130 1.0000000 0.9014484
## BIMAS.IS.Close 0.7906189 0.9099879 0.9014484 1.0000000
## EKGYO.IS.Close 0.8195595 0.9028930 0.8928473 0.9481559
## EREGL.IS.Close 0.9344659 0.7653634 0.8164562 0.6549455
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.8570702 0.8394790 0.8661082 0.8575350
## HEKTS.IS.Close 0.7819810 0.9477774 0.8318438 0.9063835
## KCHOL.IS.Close 0.9451764 0.9370846 0.9224625 0.8655124
## KOZAA.IS.Close 0.9638697 0.8805138 0.9075387 0.8062465
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## ISCTR.IS.Close 0.9334367 0.6596107 NA 0.7775879
## AKBNK.IS.Close 0.8726668 0.6125524 NA 0.7027479
## GARAN.IS.Close 0.8965899 0.6971297 NA 0.7596092
## YKBNK.IS.Close 0.9370672 0.7172021 NA 0.8262022
## ARCLK.IS.Close 0.8195595 0.9344659 NA 0.8570702
## AKSEN.IS.Close 0.9028930 0.7653634 NA 0.8394790
## ASELS.IS.Close 0.8928473 0.8164562 NA 0.8661082
## BIMAS.IS.Close 0.9481559 0.6549455 NA 0.8575350
## EKGYO.IS.Close 1.0000000 0.6851635 NA 0.8758953
## EREGL.IS.Close 0.6851635 1.0000000 NA 0.8342221
## FROTO.IS.Close NA NA 1 NA
## GUBRF.IS.Close 0.8758953 0.8342221 NA 1.0000000
## HEKTS.IS.Close 0.8709979 0.6566156 NA 0.7992303
## KCHOL.IS.Close 0.8907660 0.8782008 NA 0.8721421
## KOZAA.IS.Close 0.8291309 0.9051314 NA 0.8364908
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## ISCTR.IS.Close 0.8926126 0.9083542 0.7977491
## AKBNK.IS.Close 0.8625487 0.8860124 0.7485524
## GARAN.IS.Close 0.8735151 0.9296985 0.8112535
## YKBNK.IS.Close 0.9290804 0.9462179 0.8453660
## ARCLK.IS.Close 0.7819810 0.9451764 0.9638697
## AKSEN.IS.Close 0.9477774 0.9370846 0.8805138
## ASELS.IS.Close 0.8318438 0.9224625 0.9075387
## BIMAS.IS.Close 0.9063835 0.8655124 0.8062465
## EKGYO.IS.Close 0.8709979 0.8907660 0.8291309
## EREGL.IS.Close 0.6566156 0.8782008 0.9051314
## FROTO.IS.Close NA NA NA
## GUBRF.IS.Close 0.7992303 0.8721421 0.8364908
## HEKTS.IS.Close 1.0000000 0.8828649 0.7902960
## KCHOL.IS.Close 0.8828649 1.0000000 0.9408848
## KOZAA.IS.Close 0.7902960 0.9408848 1.0000000## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## KOZAL.IS.Close 1.0000000 0.9125800 0.8481570 0.8422252
## PETKM.IS.Close 0.9125800 1.0000000 0.8919153 0.8912937
## PGSUS.IS.Close 0.8481570 0.8919153 1.0000000 0.9665857
## SASA.IS.Close 0.8422252 0.8912937 0.9665857 1.0000000
## SISE.IS.Close 0.9035235 0.9413540 0.9555582 0.9453289
## TAVHL.IS.Close 0.8684828 0.9177361 0.9739612 0.9352195
## TCELL.IS.Close 0.8067267 0.8878599 0.7912878 0.8231432
## THYAO.IS.Close 0.8302435 0.8835430 0.9818621 0.9578855
## TKFEN.IS.Close 0.7709616 0.8599869 0.8993562 0.8629893
## TOASO.IS.Close 0.8277148 0.9316405 0.7885846 0.7989119
## TTKOM.IS.Close 0.7506541 0.8323380 0.7833314 0.7692814
## VESTL.IS.Close 0.7431595 0.7631884 0.6725436 0.7233408
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## KOZAL.IS.Close 0.9035235 0.8684828 0.8067267 0.8302435
## PETKM.IS.Close 0.9413540 0.9177361 0.8878599 0.8835430
## PGSUS.IS.Close 0.9555582 0.9739612 0.7912878 0.9818621
## SASA.IS.Close 0.9453289 0.9352195 0.8231432 0.9578855
## SISE.IS.Close 1.0000000 0.9735384 0.8464252 0.9695295
## TAVHL.IS.Close 0.9735384 1.0000000 0.8109971 0.9747609
## TCELL.IS.Close 0.8464252 0.8109971 1.0000000 0.8020490
## THYAO.IS.Close 0.9695295 0.9747609 0.8020490 1.0000000
## TKFEN.IS.Close 0.8971122 0.9260946 0.8281379 0.9051720
## TOASO.IS.Close 0.8822165 0.8576936 0.8836509 0.7966553
## TTKOM.IS.Close 0.8297097 0.8251410 0.9146354 0.7979918
## VESTL.IS.Close 0.6396797 0.6167544 0.6543982 0.5896501
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## KOZAL.IS.Close 0.7709616 0.8277148 0.7506541 0.7431595
## PETKM.IS.Close 0.8599869 0.9316405 0.8323380 0.7631884
## PGSUS.IS.Close 0.8993562 0.7885846 0.7833314 0.6725436
## SASA.IS.Close 0.8629893 0.7989119 0.7692814 0.7233408
## SISE.IS.Close 0.8971122 0.8822165 0.8297097 0.6396797
## TAVHL.IS.Close 0.9260946 0.8576936 0.8251410 0.6167544
## TCELL.IS.Close 0.8281379 0.8836509 0.9146354 0.6543982
## THYAO.IS.Close 0.9051720 0.7966553 0.7979918 0.5896501
## TKFEN.IS.Close 1.0000000 0.8348578 0.8811042 0.5456971
## TOASO.IS.Close 0.8348578 1.0000000 0.8737135 0.6163211
## TTKOM.IS.Close 0.8811042 0.8737135 1.0000000 0.4827609
## VESTL.IS.Close 0.5456971 0.6163211 0.4827609 1.0000000“>